Finite/fixed-time synchronization for Markovian complex-valued memristive neural networks with reaction–diffusion terms and its application

Neurocomputing ◽

10.1016/j.neucom.2020.07.024 ◽

2020 ◽

Vol 414 ◽

pp. 131-142

Author(s):

Xiaona Song ◽

Jingtao Man ◽

Shuai Song ◽

Yijun Zhang ◽

Zhaoke Ning

Keyword(s):

Neural Networks ◽

Time Synchronization ◽

Reaction Diffusion ◽

Memristive Neural Networks ◽

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Fixed-time synchronization of inertial complex-valued neural networks with time delays

Nonlinear Dynamics ◽

10.1007/s11071-021-06677-9 ◽

2021 ◽

Author(s):

Runan Guo ◽

Junwei Lu ◽

Yongmin Li ◽

Wenshun Lv

Keyword(s):

Neural Networks ◽

Time Delays ◽

Time Synchronization ◽

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Quasi fixed-time synchronization of memristive Cohen-Grossberg neural networks with reaction-diffusion

Neurocomputing ◽

10.1016/j.neucom.2020.07.071 ◽

2020 ◽

Vol 415 ◽

pp. 74-83

Author(s):

Fangmin Ren ◽

Minghui Jiang ◽

Hao Xu ◽

Mengqin Li

Keyword(s):

Neural Networks ◽

Time Synchronization ◽

Reaction Diffusion ◽

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Finite-Time and Fixed-Time Synchronization of Complex-Valued Recurrent Neural Networks with Discontinuous Activations and Time-Varying Delays

Circuits Systems and Signal Processing ◽

10.1007/s00034-020-01428-4 ◽

2020 ◽

Vol 39 (11) ◽

pp. 5406-5428 ◽

Author(s):

Chaouki Aouiti ◽

Mayssa Bessifi ◽

Xiaodi Li

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Finite Time ◽

Time Synchronization ◽

Time Varying ◽

Discontinuous Activations ◽

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Finite/Fixed-Time Anti-Synchronization of Inconsistent Markovian Quaternion-Valued Memristive Neural Networks With Reaction-Diffusion Terms

IEEE Transactions on Circuits and Systems I Regular Papers ◽

10.1109/tcsi.2020.3025681 ◽

2021 ◽

Vol 68 (1) ◽

pp. 363-375

Author(s):

Xiaona Song ◽

Jingtao Man ◽

Shuai Song ◽

Choon Ki Ahn

Keyword(s):

Neural Networks ◽

Reaction Diffusion ◽

Memristive Neural Networks

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Nonseparation Method-Based Finite/Fixed-Time Synchronization of Fully Complex-Valued Discontinuous Neural Networks

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2020.2980684 ◽

2020 ◽

pp. 1-12 ◽

Author(s):

Liang Feng ◽

Juan Yu ◽

Cheng Hu ◽

Chengdong Yang ◽

Haijun Jiang

Keyword(s):

Neural Networks ◽

Time Synchronization ◽

Discontinuous Neural Networks ◽

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Gain-Scheduled Finite-Time Synchronization for Reaction-Diffusion Memristive Neural Networks Subject to Inconsistent Markov Chains

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2020.3009081 ◽

2020 ◽

pp. 1-13 ◽

Author(s):

Xiaona Song ◽

Jingtao Man ◽

Shuai Song ◽

Choon Ki Ahn

Keyword(s):

Neural Networks ◽

Markov Chains ◽

Finite Time ◽

Time Synchronization ◽

Reaction Diffusion ◽

Memristive Neural Networks ◽

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Synchronization in Finite/Fixed Time for Markovian Complex-Valued Nonlinear Interconnected Neural Networks with Reaction-Diffusion Terms

IEEE Transactions on Network Science and Engineering ◽

10.1109/tnse.2021.3110414 ◽

2021 ◽

pp. 1-1

Author(s):

Xiaona Song ◽

Jingtao Man ◽

Choon Ki Ahn ◽

Shuai Song

Keyword(s):

Neural Networks ◽

Reaction Diffusion ◽

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Fixed-Time Synchronization of Complex-Valued Inertial Neural Networks via Nonreduced-Order Method

IEEE Systems Journal ◽

10.1109/jsyst.2021.3117342 ◽

2021 ◽

pp. 1-9

Author(s):

Runan Guo ◽

Shengyuan Xu ◽

Qian Ma ◽

Zhengqiang Zhang

Keyword(s):

Neural Networks ◽

Time Synchronization ◽

Order Method ◽

Inertial Neural Networks ◽

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Finite-time and fixed-time synchronization analysis of inertial memristive neural networks with time-varying delays

Cognitive Neurodynamics ◽

10.1007/s11571-017-9455-z ◽

2017 ◽

Vol 12 (1) ◽

pp. 121-134 ◽

Author(s):

Ruoyu Wei ◽

Jinde Cao ◽

Ahmed Alsaedi

Keyword(s):

Neural Networks ◽

Finite Time ◽

Time Synchronization ◽

Time Varying ◽

Memristive Neural Networks

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Sliding mode control for finite-time and fixed-time synchronization of delayed complex-valued recurrent neural networks with discontinuous activation functions and nonidentical parameters

European Journal of Control ◽

10.1016/j.ejcon.2021.01.006 ◽

2021 ◽

Author(s):

Chaouki Aouiti ◽

Mayssa Bessifi

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Finite Time ◽

Time Synchronization ◽

Sliding Mode ◽

Activation Functions ◽

Discontinuous Activation ◽

Discontinuous Activation Functions ◽

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